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\uff08\u516d\uff09\u957f\u6c5f\u6d41\u57df\u73af\u5883\u53f8\u6cd5\u6d3b\u529b\u5448\u73b0\uff0c\u6d41\u57df\u53f8\u6cd5\u673a\u5236\u4e9f\u5f85\u521b\u65b0<\/p>\n

\u4e09\u3001\u73af\u5883\u53f8\u6cd5\u4e13\u95e8\u5316\u5236\u5ea6\u5b9a\u578b\u4e0e\u666e\u901a\u5ba1\u5224\u201c\u7eff\u8272\u5316\u201d\u671f\u5f85<\/p>\n

\uff08\u4e00\uff09\u575a\u6301\u73af\u5883\u53f8\u6cd5\u7684\u4e13\u95e8\u5316\u53d1\u5c55\u9053\u8def\u4e0d\u52a8\u6447<\/p>\n

1.\u7ee7\u7eed\u4f18\u5316\u4e13\u95e8\u5ba1\u5224\u673a\u6784\uff0c\u592f\u5b9e\u73af\u5883\u53f8\u6cd5\u4e13\u95e8\u5316\u57fa\u7840<\/p>\n

2.\u4e0d\u65ad\u5065\u5168\u53f8\u6cd5\u534f\u540c\u673a\u5236\uff0c\u5b8c\u5584\u73af\u5883\u53f8\u6cd5\u4e13\u95e8\u5316\u4f53\u7cfb<\/p>\n

3.\u6301\u7eed\u63a8\u8fdb\u73af\u5883\u8d44\u6e90\u6848\u4ef6\u7c7b\u578b\u5316\uff0c\u5f62\u6210\u73af\u5883\u53f8\u6cd5\u4e13\u95e8\u7a0b\u5e8f\u89c4\u5219<\/p>\n

\uff08\u4e8c\uff09\u575a\u5b9a\u666e\u901a\u6848\u4ef6\u5ba1\u5224\u4e13\u4e1a\u5316\u5bfc\u5411\u4e0d\u504f\u79bb<\/p>\n

1.\u8d2f\u5f7b\u843d\u5b9e\u201c\u7eff\u8272\u539f\u5219\u201d\uff0c\u660e\u786e\u6743\u5229\u4fdd\u62a4\u7684\u201c\u7eff\u8272\u5316\u201d\u5bfc\u5411<\/p>\n

2.\u5b8c\u5584\u5b9e\u8d28\u6027\u53f8\u6cd5\u5ba1\u67e5\u89c4\u5219\uff0c\u660e\u786e\u884c\u653f\u884c\u4e3a\u7684\u201c\u7eff\u8272\u5316\u201d\u653f\u7b56\u7ea6\u675f\u5bfc\u5411\u3002<\/p>\n

3.\u52a0\u5927\u751f\u6001\u8981\u7d20\u7684\u5165\u5211\u6bd4\u91cd\uff0c\u660e\u786e\u5211\u4e8b\u5236\u88c1\u7684\u201c\u7eff\u8272\u5316\u201d\u5bfc\u5411<\/p>\n

\u4e03\u3001\u65f6\u4ee3\u7684\u53d1\u5c55\u8d8b\u52bf\u662f\u4ec0\u4e48\uff1f<\/h2>\n

\u4e3b\u4f53\u662f\u4eba\u7c7b\u7684\u610f\u8bc6\u53d1\u5c55\uff0c\u8fc7\u7a0b\u662f\u4fa7\u91cd\u4e8e\u610f\u8bc6\u53cd\u6620\u7269\u8d28(\u89c1\u5c71\u662f\u5c71)\u65f6\u671f\u5df2\u7ecf\u8fc7\u53bb\u4e86\uff0c\u9ad8\u5cf0\u671f\u662f\u516d\u7956\u6167\u80fd\u987f\u609f\u6210\u4f5b(\u672c\u6765\u5c31\u771f\u5584)\u3002\u7136\u540e\u4fa7\u91cd\u4e8e\u610f\u8bc6\u53cd\u4f5c\u7528\u4e8e\u7269\u8d28(\u89c1\u5c71\u4e0d\u662f\u5c71)\uff0c\u73b0\u5728\u5c31\u662f\u503e\u5411\u4e8e\u8fd9\u6837\uff0c\u800c\u4e14\u8fd8\u5728\u7ee7\u7eed\uff0c\u6700\u540e\u56de\u5f52\u9065\u9065\u65e0\u671f\uff01\u5177\u4f53\u4e5f\u53ef\u4ee5\u53c2\u8003\u4e00\u4e0b\u4e7e\u5366\u53d8\u5316\u3002<\/p>\n

\u516b\u3001\u73e0\u6d77\u7684\u53d1\u5c55\u8d8b\u52bf\u662f\u4ec0\u4e48\uff1f<\/h2>\n

\u73e0\u6d77\u7684\u53d1\u5c55\u8981\u4ee5\u4ec0\u4e48\u4ea7\u4e1a\u4e3a\u4e2d\u5fc3\u4e3a\u5b9a\u4f4d\uff0c\u4f5c\u4e3a\u73e0\u6c5f\u897f\u6d77\u5cb8\u7684\u4e2d\u5fc3\u57ce\u5e02\uff0c\u53c8\u662f\u7ecf\u6d4e\u7279\u533a\uff0c\u4e00\u65b9\u9762\u5927\u529b\u53d1\u5c55\u7ecf\u6d4e\u7279\u522b\u662f\u7535\u5b50\uff0c\u8f6f\u4ef6\u884c\u4e1a\uff0c\u53e6\u4e00\u65b9\u9762\u4ee5\u65c5\u6e38\uff0c\u73af\u5883\u4e3a\u91cd\u70b9\u53d1\u5c55\u4ea7\u4e1a\uff0c\u8fd9\u51e0\u5e74\u73af\u5883\u53d1\u751f\u4e86\u5f88\u5927\u7684\u53d8\u5316\uff0c\u66f4\u662f\u5168\u56fd\u5b9c\u5c45\u57ce\u5e02\u4e4b\u4e00\u3002<\/p>\n

\u4e5d\u3001GPU\u7684\u53d1\u5c55\u8d8b\u52bf\u662f\u4ec0\u4e48\uff1f<\/h2>\n<\/p>\n

GPU\u4eba\u5de5\u667a\u80fd\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206 \u5e02\u573a\u7a7a\u95f4\u5e7f\u9614<\/p>\n

\u3000\u3000GPU\u76ee\u524d\u4e3b\u8981\u4f5c\u4e3a\u663e\u5361\u7684\u8ba1\u7b97\u6838\u5fc3\uff0c\u4e3b\u8981\u89e3\u51b3\u56fe\u5f62\u6e32\u67d3\u95ee\u9898\u3002GPU\u5177\u6709\u8f83\u4e3a\u5b8c\u6574\u7684\u6280\u672f\u751f\u6001\uff0c\u5176\u5177\u6709\u9ad8\u8fd0\u7b97\u6027\u80fd\u786c\u4ef6\u3001\u9a71\u52a8\u652f\u6491\u3001API\u63a5\u53e3\u3001\u901a\u7528\u8ba1\u7b97\u5f15\u64ce\/\u7b97\u6cd5\u5e93\uff0c\u56e0\u6b64\u6210\u4e3a\u4e00\u79cd\u4ea4\u6613\u4f7f\u7528\u7684\u5de5\u5177\u3002 <\/p>\n

\u3000\u3000\u76ee\u524d\u7684GPU\u53ef\u88ab\u5206\u4e3aPCGPU\u3001\u670d\u52a1\u5668GPU\u4e0e\u79fb\u52a8GPU\uff0c\u5176\u4e2dPCGPU\u65e2\u6709\u72ec\u7acb\u4e5f\u6709\u96c6\u6210GPU\uff0c\u670d\u52a1\u5668GPU\u662f\u4e13\u4e3a\u8ba1\u7b97\u52a0\u901f\u6216\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u7684\u72ec\u7acbGPU\uff0c\u79fb\u52a8GPU\u4e00\u822c\u90fd\u662f\u96c6\u6210GPU\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7684\u5feb\u901f\u5174\u8d77\uff0c\u62e5\u6709\u5f3a\u8fd0\u7b97\u80fd\u529b\u548c\u8ba1\u7b97\u901f\u5ea6\u7684GPU\u8fce\u6765\u4e86\u65b0\u7684\u53d1\u5c55\u673a\u9047\uff0c\u9884\u6d4b\u52302023\u5e74\u4e2d\u56fdGPU\u670d\u52a1\u5668\u5e02\u573a\u89c4\u6a21\u5c06\u8fbe\u523045\u4ebf\u7f8e\u91d1\uff0c\u672a\u67655\u5e74\u6574\u4f53\u5e02\u573a\u5e74\u590d\u5408\u589e\u957f\u7387\u4e3a28%\u3002 <\/p>\n

\u3000\u3000\u6839\u636e\u65b0\u601d\u754c\u4ea7\u4e1a\u7814\u7a76\u4e2d\u5fc3\u53d1\u5e03\u7684\u300a2020-2025\u5e74GUP\u884c\u4e1a\u5e02\u573a\u6df1\u5ea6\u8c03\u7814\u53ca\u6295\u8d44\u524d\u666f\u9884\u6d4b\u5206\u6790\u62a5\u544a\u300b\u663e\u793a\uff0c\u5728\u5168\u7403\u4e2d\uff0cGPU\u5e94\u7528\u4e3b\u8981\u5305\u542b\u56fe\u5f62\u6e32\u67d3\u3001\u6e38\u620f\u3001\u7535\u5b50\u8bbe\u5907\u5e94\u7528\uff0c\u5176\u4e2d\u56fe\u5f62\u6e32\u67d3\u662fGPU\u5e94\u7528\u6700\u5e7f\u7684\u9886\u57df\uff0c\u4e3b\u8981\u5305\u62ecPC\u7aef\u7684\u56fe\u5f62\u5904\u7406\u548c\u79fb\u52a8\u7aef\u7684\u56fe\u5f62\u5904\u7406\u3002\u79fb\u52a8GPU\u662f\u63d0\u5347\u667a\u80fd\u624b\u673a\u6027\u80fd\u7684\u6838\u5fc3\u90e8\u4ef6\uff0c\u80fd\u591f\u51b3\u5b9a\u8bbe\u5907\u7684\u754c\u9762\u6d41\u7a0b\u7a0b\u5ea6\u3001\u6e38\u620f\u6d41\u7545\u7a0b\u5ea6\u7b49\u53c2\u6570\uff0c\u5df2\u5e7f\u6cdb\u5e94\u7528\u4e8e\u667a\u80fd\u624b\u673a\u3001DTV\u548c\u5e73\u677f\u7535\u8111\u7b49\u79fb\u52a8\u8bbe\u5907\u3002\u8fd1\u51e0\u5e74\u7535\u5b50\u6e38\u620f\u884c\u4e1a\u5feb\u901f\u53d1\u5c55\uff0c\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0cGPU\u6e38\u620f\u4e13\u7528\u8bbe\u5907\u9700\u6c42\u5c06\u6709\u6240\u56de\u5347\u3002<\/p>\n

\u3000\u3000\u6211\u56fdGPU\u53d1\u5c55\u8f83\u665a\uff0c\u76ee\u524d\u4ea7\u54c1\u4e0e\u5916\u8d44\u54c1\u724c\u6709\u6240\u5dee\u8ddd\uff0c\u4fdd\u5b88\u4f30\u8ba1\u56fd\u5185GPU\u82af\u7247\u843d\u540e\u5f53\u524d\u4e3b\u6d41GPU\u82af\u7247\u7ea66\u5e74\u65f6\u95f4\u3002\u8003\u8651\u5230\u4ea7\u54c1\u6027\u80fd\uff0c\u76ee\u524d\u56fd\u5185\u5e02\u573a\u4e3b\u8981\u4ee5\u8fdb\u53e3\u4e3a\u4e3b\uff0c\u77ed\u671f\u4e4b\u5185GPU\u5728\u5e02\u573a\u5316\u7ade\u4e89\u7684\u6c11\u7528\u5e02\u573a\u77ed\u671f\u5185\u8f83\u96be\u7a81\u7834\u3002\u76ee\u524d\u5728\u5168\u7403\u4e2dGPU\u4e3b\u8981\u54c1\u724c\u6709NVIDIA\u548cAMD\u3001ARM\u3001Imagination\u7b49\u516c\u53f8\u3002<\/p>\n

\u3000\u3000\u6211\u56fd\u5bf9\u4e8e\u4fe1\u606f\u5b89\u5168\u9886\u57df\u9ad8\u7aef\u4ea7\u54c1\u81ea\u4e3b\u5316\u9700\u6c42\u5341\u5206\u8feb\u5207\uff0c\u56fd\u52a1\u9662\u4e8e2015\u5e745\u6708\u53d1\u5e03\u300a\u4e2d\u56fd\u5236\u90202025\u300b\uff0c\u660e\u786e\u63d0\u51fa2020\u5e74\u4e2d\u56fd\u96c6\u6210\u7535\u8def\u5185\u9700\u5e02\u573a\u81ea\u5236\u7387\u5c06\u8fbe40%\uff0c2025\u5e74\u5c06\u66f4\u8fdb\u4e00\u6b65\u63d0\u9ad8\u81f370%\u7684\u76ee\u6807\uff0c\u56e0\u6b64\u9884\u8ba12025\u5e74\u56fd\u4ea7GPU\u82af\u7247\u5e02\u573a\u7a7a\u95f4\u7ea6\u4e3a50\u4ebf\u7f8e\u5143\uff0c\u6211\u56fdGPU\u884c\u4e1a\u53d1\u5c55\u6f5c\u529b\u8f83\u5927\u3002<\/p>\n

\u3000\u3000\u6211\u56fd\u4e2d\u9ad8\u7aefGPU\u82af\u7247\u5e02\u573a\u9700\u6c42\u65fa\u76db\uff0c\u4e3b\u8981\u5728\u4e2a\u4eba\u8ba1\u7b97\u673a\u3001\u4e91\u8ba1\u7b97\u3001\u4eba\u5de5\u667a\u80fd\u3001\u5b89\u9632\u76d1\u63a7\u7b49\u9886\u57df\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u4f46\u5728\u9ad8\u7aef\u4ea7\u54c1\u65b9\u9762\uff0c\u6211\u56fd\u5e02\u573a\u8fd1\u4e4e\u7a7a\u767d\u3002\u4ece\u5382\u5546\u6765\u770b\uff0c\u6d6a\u6f6e\u3001\u534e\u4e3a\u548c\u66d9\u5149\u5728\u51fa\u8d27\u91cf\u548c\u9500\u552e\u989d\u65b9\u9762\u5747\u4f4d\u5217\u5e02\u573a\u524d\u4e09\u3002\u56fd\u5185GPU\u884c\u4e1a\u53d1\u5c55\u8d77\u6b65\u8f83\u665a\uff0c\u5c1a\u5904\u4e8e\u8ffd\u8d76\u9636\u6bb5\u3002\u666f\u5609\u5fae\u3001\u4e2d\u8239\u7cfb\u91c7\u53d6\u81ea\u4e3b\u7814\u53d1\u7684\u65b9\u6cd5\u8fdb\u884c\u4ea7\u54c1\u5f00\u53d1\uff0c\u80fd\u591f\u5bf9\u81ea\u4e3b\u5f00\u53d1\u7684GPU\u8fdb\u884c\u8fed\u4ee3\u548c\u5347\u7ea7\u3002\u4e2d\u79d1\u66d9\u5149\u4e3a\u4ee3\u8868\u6280\u672f\u5f15\u8fdb\u7cfb\u3002<\/p>\n

\u3000\u3000\u65b0\u601d\u754c\u4ea7\u4e1a\u5206\u6790\u4eba\u58eb\u8868\u793a\uff0cGPU\u4f5c\u4e3a\u4eba\u5de5\u667a\u80fd\u8bbe\u5907\u91cd\u7684\u5173\u952e\u4ea7\u54c1\uff0c\u5728\u667a\u80fd\u5316\u65f6\u4ee3\u4e2d\uff0c\u5e02\u573a\u9700\u6c42\u6301\u7eed\u6500\u5347\uff0c\u884c\u4e1a\u53d1\u5c55\u6f5c\u529b\u8f83\u5927\u3002\u4ece\u76ee\u524d\u6765\u770b\uff0c\u6211\u56fdGPU\u884c\u4e1a\u4e3b\u8981\u96c6\u4e2d\u5728\u4e2d\u4f4e\u7aef\u4ea7\u54c1\uff0c\u9ad8\u7aef\u4ea7\u54c1\u63a5\u8fd1\u7a7a\u767d\uff0c\u672a\u6765\u884c\u4e1a\u9700\u8981\u4e0d\u65ad\u6539\u8fdb\uff0c\u5411\u9ad8\u7aef\u5316\u53d1\u5c55\u3002<\/p>\n<\/p>\n

\u5341\u3001\u65b0\u5a92\u4f53\u53d1\u5c55\u7684\u8d8b\u52bf\u662f\u4ec0\u4e48\uff1f<\/h2>\n

\u65b0\u5a92\u4f53\u53d1\u5c55\u7684\u8d8b\u52bf:<\/p>\n

1\u3001\u6570\u5b57\u5a92\u4f53\u65f6\u4ee3\u5230\u6765<\/p>\n

\u6570\u5b57\u5a92\u4f53\u98de\u901f\u53d1\u5c55\u4fc3\u8fdb\u4e2d\u56fd\u6210\u957f\uff0c\u7f51\u7edc\u5f3a\u56fd\u5efa\u8bbe\u7684\u6b65\u4f10\u8d8a\u6765\u8d8a\u5feb\uff0c\u56f4\u7ed5\u300a\u4e2d\u56fd\u5236\u90202025\u300b\uff0c\u63a8\u52a8\u4e92\u8054\u7f51\u548c\u6570\u5b57\u6280\u672f\u4e0e\u7ecf\u6d4e\u793e\u4f1a\u878d\u5408\u53d1\u5c55\u3002<\/p>\n

2\u3001\u667a\u80fd\u4e92\u8054\u52a0\u901f\u524d\u8fdb<\/p>\n

\u5a92\u4f53\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u7ed3\u5408\u5df2\u7ecf\u7531\u65e9\u671f\u7684\u6982\u5ff5\u8fdb\u5165\u4ea7\u54c1\u5f62\u6001\uff0c\u667a\u80fd\u63a8\u8350\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u667a\u80fd\u4f20\u611f\u5668\u7b49\u6280\u672f\u7684\u5e94\u7528\u6b63\u5728\u91cd\u5851\u65b0\u95fb\u751f\u4ea7\u548c\u4f20\u8f93\u7684\u5404\u4e2a\u73af\u8282\uff0c\u667a\u80fd\u79fb\u52a8\u4e92\u8054\u7f51\u6b63\u5728\u84c4\u52bf\u5f85\u53d1\u3002<\/p>\n

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3\u3001\u5a92\u4f53\u878d\u5408\u521b\u65b0\u53d1\u5c55<\/p>\n

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